With big data comes big responsibility: Strategies for utilizing aggregated, standardized, de‐identified electronic health record data for research
Electronic health records (EHRs), though they are maintained and utilized for clinical and
billing purposes, may provide a wealth of information for research. Currently, sources are …
billing purposes, may provide a wealth of information for research. Currently, sources are …
DOME: Directional medical embedding vectors from electronic health records
Motivation: The increasing availability of electronic health record (EHR) systems has created
enormous potential for translational research. Recent developments in representation …
enormous potential for translational research. Recent developments in representation …
Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records
Background: Risk prediction plays a crucial role in planning for prevention, monitoring, and
treatment. Electronic Health Records (EHRs) offer an expansive repository of temporal …
treatment. Electronic Health Records (EHRs) offer an expansive repository of temporal …